def test_nested_logic_list(self):
q2 = self.example_data_A_data['q2']
test_logic = intersection(
[union([has_all([1, 2]), has_any([3, 4])]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, has_all([1, 2]))
idx2, vkey2 = get_logic_index(q2, has_any([3, 4]))
idx3, vkey3 = get_logic_index(q2, has_count([3]))
self.assertItemsEqual(idx, idx1.union(idx2).intersection(idx3))
self.assertEqual(vkey, 'x[(({1&2},{3,4})&{3})]:y')
def test_get_logic_key(self):
logic = has_all([1, 2, 3], True)
self.assertEqual(
get_logic_key(logic),
'x[e{1&2&3}]:y'
)
logic = has_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(
get_logic_key(logic),
'x[(5,6,7,8,9){>=1}]:y'
)
logic = not_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(
get_logic_key(logic),
'x[(5,6,7,8,9)~{>=1}]:y'
)
logic = union([
has_any([1, 2]),
has_all([3, 4]),
not_any([5, 6])
])
self.assertEqual(
get_logic_key(logic),
'x[({1,2},{3&4},~{5,6})]:y'
)
logic = union([
intersection([
has_any([1, 2]),
not_any([3])
]),
{'Wave': has_any([1,2])}
])
self.assertEqual(
get_logic_key(logic, self.example_data_A_data),
'x[(({1,2}&~{3}),Wave={1,2})]:y'
)
def test_get_logic_key(self):
logic = has_all([1, 2, 3], True)
self.assertEqual(
get_logic_key(logic),
'x[e(1&2&3)]:y'
)
logic = has_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(
get_logic_key(logic),
'x[(5,6,7,8,9){>=1}]:y'
)
logic = not_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(
get_logic_key(logic),
'x[(5,6,7,8,9)~{>=1}]:y'
)
logic = union([
has_any([1, 2]),
has_all([3, 4]),
not_any([5, 6])
])
self.assertEqual(
get_logic_key(logic),
'x[((1,2),(3&4),~(5,6))]:y'
)
logic = union([
intersection([
has_any([1, 2]),
not_any([3])
]),
{'Wave': has_any([1,2])}
])
self.assertEqual(
get_logic_key(logic, self.example_data_A_data),
'x[(((1,2)&~(3)),Wave=(1,2))]:y'
)
def test_get_logic_key(self):
logic = has_all([1, 2, 3], True)
self.assertEqual(get_logic_key(logic), 'x[e(1&2&3)]:y')
logic = has_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(get_logic_key(logic), 'x[(5,6,7,8,9){>=1}]:y')
logic = not_count([is_ge(1), [5, 6, 7, 8, 9]])
self.assertEqual(get_logic_key(logic), 'x[(5,6,7,8,9)~{>=1}]:y')
logic = union([has_any([1, 2]), has_all([3, 4]), not_any([5, 6])])
self.assertEqual(get_logic_key(logic), 'x[((1,2),(3&4),~(5,6))]:y')
logic = union([
intersection([has_any([1, 2]), not_any([3])]), {
'Wave': has_any([1, 2])
}
])
self.assertEqual(get_logic_key(logic, self.example_data_A_data),
'x[(((1,2)&~(3)),Wave=(1,2))]:y')
def test_logic_list(self):
q2 = self.example_data_A_data['q2']
test_logic = union([has_all([1, 2]), has_any([3, 4]), has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertCountEqual(idx, idx1.union(idx2).union(idx3))
self.assertEqual(vkey, 'x[({1&2},{3,4},{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = intersection(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertCountEqual(idx, idx1.intersection(idx2).intersection(idx3))
self.assertEqual(vkey, 'x[({1&2}&{3,4}&{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = difference(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertCountEqual(idx, idx1.difference(idx2).difference(idx3))
self.assertEqual(vkey, 'x[({1&2}~{3,4}~{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = symmetric_difference(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
if pd.__version__ == '0.19.2':
self.assertCountEqual(
idx,
idx1.symmetric_difference(idx2).symmetric_difference(idx3))
else:
self.assertCountEqual(
idx,
idx1.symmetric_difference(idx2).symmetric_difference(idx3))
self.assertEqual(vkey, 'x[({1&2}^{3,4}^{3})]:y')
def test_logic_list(self):
q2 = self.example_data_A_data['q2']
test_logic = union([has_all([1, 2]), has_any([3, 4]), has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(idx, idx1.union(idx2).union(idx3))
self.assertEqual(vkey, 'x[((1&2),(3,4),{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = intersection(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(idx, idx1.intersection(idx2).intersection(idx3))
self.assertEqual(vkey, 'x[((1&2)&(3,4)&{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = difference(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(idx, idx1.difference(idx2).difference(idx3))
self.assertEqual(vkey, 'x[((1&2)~(3,4)~{3})]:y')
q2 = self.example_data_A_data['q2']
test_logic = sym_diff(
[has_all([1, 2]), has_any([3, 4]),
has_count([3])])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(idx, idx1.sym_diff(idx2).sym_diff(idx3))
self.assertEqual(vkey, 'x[((1&2)^(3,4)^{3})]:y')
def test_nested_logic_list(self):
q2 = self.example_data_A_data['q2']
test_logic = intersection([
union([
has_all([1, 2]),
has_any([3, 4])
]),
has_count([3])
])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, has_all([1, 2]))
idx2, vkey2 = get_logic_index(q2, has_any([3, 4]))
idx3, vkey3 = get_logic_index(q2, has_count([3]))
self.assertItemsEqual(
idx,
idx1.union(idx2).intersection(idx3)
)
self.assertEqual(
vkey,
'x[(((1&2),(3,4))&{3})]:y'
)
def test_logic_list(self):
q2 = self.example_data_A_data['q2']
test_logic = union([
has_all([1, 2]),
has_any([3, 4]),
has_count([3])
])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(
idx,
idx1.union(idx2).union(idx3)
)
self.assertEqual(
vkey,
'x[((1&2),(3,4),{3})]:y'
)
q2 = self.example_data_A_data['q2']
test_logic = intersection([
has_all([1, 2]),
has_any([3, 4]),
has_count([3])
])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(
idx,
idx1.intersection(idx2).intersection(idx3)
)
self.assertEqual(
vkey,
'x[((1&2)&(3,4)&{3})]:y'
)
q2 = self.example_data_A_data['q2']
test_logic = difference([
has_all([1, 2]),
has_any([3, 4]),
has_count([3])
])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(
idx,
idx1.difference(idx2).difference(idx3)
)
self.assertEqual(
vkey,
'x[((1&2)~(3,4)~{3})]:y'
)
q2 = self.example_data_A_data['q2']
test_logic = sym_diff([
has_all([1, 2]),
has_any([3, 4]),
has_count([3])
])
idx, vkey = get_logic_index(q2, test_logic)
idx1, vkey1 = get_logic_index(q2, test_logic[1][0])
idx2, vkey2 = get_logic_index(q2, test_logic[1][1])
idx3, vkey3 = get_logic_index(q2, test_logic[1][2])
self.assertItemsEqual(
idx,
idx1.sym_diff(idx2).sym_diff(idx3)
)
self.assertEqual(
vkey,
'x[((1&2)^(3,4)^{3})]:y'
)
